1

2026-02-10 15:40:56 +08:00 · 2026-02-10 15:40:56 +08:00 · 972156a702
commit 972156a702
parent 1dd8d5893d
3 changed files with 827 additions and 23 deletions
--- a/trading_system/position_manager.py
+++ b/trading_system/position_manager.py
@ -280,7 +280,7 @@ class PositionManager:
                else:  # SELL
                    estimated_stop_loss = estimated_entry_price + (atr * atr_multiplier)
            
-            quantity = await self.risk_manager.calculate_position_size(
+            quantity, adjusted_leverage = await self.risk_manager.calculate_position_size(
                symbol, change_percent, leverage=leverage,
                entry_price=estimated_entry_price,
                stop_loss_price=estimated_stop_loss,
@ -289,6 +289,15 @@ class PositionManager:
                signal_strength=signal_strength
            )
            
+            # 如果 RiskManager 建议了更低的安全杠杆，则应用它
+            if quantity is not None and adjusted_leverage is not None and adjusted_leverage != leverage:
+                logger.info(f"{symbol} 风险控制调整杠杆: {leverage}x -> {adjusted_leverage}x (适应宽止损)")
+                try:
+                    await self.client.set_leverage(symbol, adjusted_leverage)
+                    leverage = adjusted_leverage
+                except Exception as e:
+                    logger.error(f"{symbol} 调整杠杆失败: {e}，将使用原杠杆 {leverage}x 继续")
+            
            if quantity is None:
                logger.warning(f"❌ {symbol} 仓位计算失败，跳过交易")
                logger.warning(f"   可能原因:")
@ -2735,7 +2744,11 @@ class PositionManager:
                        current_price = ticker['price'] if ticker else entry_price
                        
                        # 计算止损止盈（基于保证金）
-                        leverage = position.get('leverage', 10)
+                        try:
+                            leverage = float(position.get('leverage', 10))
+                        except (ValueError, TypeError):
+                            leverage = 10.0
+                            
                        stop_loss_pct_margin = config.TRADING_CONFIG.get('STOP_LOSS_PERCENT', 0.08)
                        # ⚠️ 关键修复：配置值格式转换（兼容百分比形式和比例形式）
                        if stop_loss_pct_margin is not None and stop_loss_pct_margin > 1:
@ -2943,8 +2956,13 @@ class PositionManager:
        quantity = float(position_info['quantity'])
        current_price_float = float(current_price)
        
-        # 计算当前盈亏（基于保证金）
-        leverage = position_info.get('leverage', 10)
+        # 获取杠杆（确保为float）
+        try:
+            leverage = float(position_info.get('leverage', 10))
+        except (ValueError, TypeError):
+            leverage = 10.0
+            
+        # 计算持仓价值和保证金
        position_value = entry_price * quantity
        margin = position_value / leverage if leverage > 0 else position_value
        
@ -2954,10 +2972,11 @@ class PositionManager:
        else:  # SELL
            pnl_amount = (entry_price - current_price_float) * quantity
        
-        # 计算盈亏百分比（相对于保证金，与币安一致）
+        # 计算盈亏百分比（ROE - Return on Equity，即相对于保证金的盈亏）
+        # 这是用户最关心的“盈亏比”
        pnl_percent_margin = (pnl_amount / margin * 100) if margin > 0 else 0
        
-        # 也计算价格百分比（用于显示）
+        # 也计算价格百分比（不带杠杆的原始涨跌幅）
        if position_info['side'] == 'BUY':
            pnl_percent_price = ((current_price_float - entry_price) / entry_price) * 100
        else:  # SELL
@ -3081,14 +3100,22 @@ class PositionManager:
                should_log = (int(abs(pnl_percent_margin)) % 5 == 0) or (pnl_percent_margin <= -10.0 and pnl_percent_margin > -10.5)
                if should_log:
                    trigger_condition = pnl_percent_margin <= -stop_loss_pct_margin
+                    # 计算当前价格相对于入场价的变动百分比（不带杠杆）
+                    price_change_pct = 0.0
+                    if entry_price > 0:
+                        if position_info['side'] == 'BUY':
+                            price_change_pct = (current_price_float - entry_price) / entry_price * 100
+                        else:
+                            price_change_pct = (entry_price - current_price_float) / entry_price * 100
+                            
                    logger.warning(
-                        f"{symbol} [实时监控] 诊断: 亏损{pnl_percent_margin:.2f}% of margin | "
-                        f"当前价: {current_price_float:.4f} | "
-                        f"入场价: {entry_price:.4f} | "
-                        f"止损价: {stop_loss:.4f} (目标: -{stop_loss_pct_margin:.2f}% of margin) | "
-                        f"方向: {position_info['side']} | "
-                        f"是否触发: {trigger_condition} | "
-                        f"监控状态: {'运行中' if symbol in self._monitor_tasks else '未启动'}"
+                        f"{symbol} [实时监控] 诊断: \n"
+                        f"  • ROE(保证金盈亏): {pnl_percent_margin:.2f}% (用户关注)\n"
+                        f"  • 价格变动: {price_change_pct:.2f}% (实际币价涨跌)\n"
+                        f"  • 杠杆倍数: {leverage}x (放大倍数)\n"
+                        f"  • 当前价: {current_price_float:.4f} | 入场价: {entry_price:.4f}\n"
+                        f"  • 止损价: {stop_loss:.4f} (目标ROE: -{stop_loss_pct_margin:.2f}%)\n"
+                        f"  • 触发止损: {'YES' if trigger_condition else 'NO'}"
                    )
            
            # ⚠️ 2026-01-27关键修复：止损检查前，先检查是否盈利
--- a/trading_system/risk_manager.py
+++ b/trading_system/risk_manager.py
@ -5,7 +5,7 @@ import logging
 import os
 import time
 from datetime import datetime, timezone, timedelta
-from typing import Dict, List, Optional
+from typing import Dict, List, Optional, Tuple
 try:
    from .binance_client import BinanceClient
    from . import config
@ -351,7 +351,7 @@ class RiskManager:
        side: Optional[str] = None,
        atr: Optional[float] = None,
        signal_strength: Optional[int] = None
-    ) -> Optional[float]:
+    ) -> Tuple[Optional[float], int]:
        """
        根据涨跌幅和风险参数计算合适的仓位大小
        ⚠️ 优化：支持固定风险百分比计算（凯利公式）和信号强度分级
@ -367,7 +367,7 @@ class RiskManager:
            signal_strength: 信号强度（可选，用于仓位分级）
            
        Returns:
-            建议的仓位数量，如果不符合条件则返回None
+            Tuple[Optional[float], int]: (仓位数量, 实际使用的杠杆倍数)。如果无法开仓，仓位数量为None。
        """
        try:
            logger.info(f"开始计算 {symbol} 的仓位大小...")
@ -382,13 +382,13 @@ class RiskManager:
            
            if available_balance <= 0:
                logger.warning(f"❌ {symbol} 账户可用余额不足: {available_balance:.2f} USDT")
-                return None
+                return None, 10
            
            # 获取当前价格
            ticker = await self.client.get_ticker_24h(symbol)
            if not ticker:
                logger.warning(f"❌ {symbol} 无法获取价格数据")
-                return None
+                return None, 10
            
            current_price = ticker['price']
            logger.info(f"  当前价格: {current_price:.4f} USDT")
@ -462,6 +462,42 @@ class RiskManager:
                            stop_distance = stop_loss_price - entry_price
                        
                        if stop_distance > 0:
+                            # ⚠️ 关键安全检查：验证止损距离是否在强平风险区内
+                            # 强平距离估算：Entry / Leverage
+                            # 考虑到维持保证金，强平会更早发生。安全系数取0.8（即亏损80%保证金时强制止损，防止强平）
+                            max_safe_stop_distance = (entry_price / actual_leverage) * 0.8
+                            
+                            if stop_distance > max_safe_stop_distance:
+                                logger.warning(
+                                    f"  ⚠️ 止损距离过大 ({stop_distance:.4f})，超过当前杠杆的安全强平距离 ({max_safe_stop_distance:.4f}, 杠杆{actual_leverage}x)"
+                                )
+                                
+                                # 尝试降低杠杆以适应宽止损
+                                # 安全杠杆 = (Entry * 0.8) / StopDistance
+                                ideal_leverage_float = (entry_price * 0.8) / stop_distance
+                                ideal_leverage = max(1, int(ideal_leverage_float))
+                                
+                                if ideal_leverage < actual_leverage:
+                                    logger.info(f"  🛡️ 自动降低杠杆: {actual_leverage}x -> {ideal_leverage}x 以适应止损距离")
+                                    actual_leverage = ideal_leverage
+                                    
+                                    # 重新计算安全距离
+                                    max_safe_stop_distance = (entry_price / actual_leverage) * 0.8
+                                
+                                # 如果即使降到1倍杠杆还是不够（极少见），或者无法降杠杆，则必须截断止损
+                                if stop_distance > max_safe_stop_distance:
+                                    logger.warning(f"  ⚠️ 即使降杠杆也无法满足安全距离，必须截断止损")
+                                    logger.info(f"  ✓ 自动调整止损距离至安全范围: {max_safe_stop_distance:.4f}")
+                                    
+                                    # 调整止损距离和价格
+                                    stop_distance = max_safe_stop_distance
+                                    if side == 'BUY':
+                                        stop_loss_price = entry_price - stop_distance
+                                    else:
+                                        stop_loss_price = entry_price + stop_distance
+                                        
+                                    logger.info(f"  ✓ 修正后的止损价格: {stop_loss_price:.4f}")
+
                            # 固定风险金额
                            risk_amount = total_balance * fixed_risk_percent
                            
@ -607,7 +643,7 @@ class RiskManager:
                        f"{min_margin_usdt / max_position_percent:.2f} USDT "
                        f"才能满足最小保证金要求"
                    )
-                    return None
+                    return None, actual_leverage
            
            # 检查是否通过风险控制
            logger.info(f"  检查仓位大小是否符合风险控制要求...")
@ -623,7 +659,7 @@ class RiskManager:
                    f"  ❌ {symbol} 名义价值 {final_notional_value:.4f} USDT < 最小要求 {MIN_NOTIONAL_VALUE:.2f} USDT"
                )
                logger.warning(f"  💡 此类小单子意义不大，拒绝开仓")
-                return None
+                return None, actual_leverage
            
            if await self.check_position_size(symbol, quantity, leverage=actual_leverage):
                logger.info(
@ -632,14 +668,14 @@ class RiskManager:
                    f"名义价值: {final_notional_value:.2f} USDT, "
                    f"保证金: {final_margin:.4f} USDT, 杠杆: {actual_leverage}x)"
                )
-                return quantity
+                return quantity, actual_leverage
            else:
                logger.warning(f"❌ {symbol} 仓位检查未通过，无法开仓")
-                return None
+                return None, actual_leverage
            
        except Exception as e:
            logger.error(f"计算仓位大小失败 {symbol}: {e}", exc_info=True)
-            return None
+            return None, 10
    
    async def should_trade(self, symbol: str, change_percent: float) -> bool:
        """
--- a/持仓记录_2026-02-10T06-25-08.json
+++ b/持仓记录_2026-02-10T06-25-08.json
@ -0,0 +1,741 @@
+[
+  {
+    "symbol": "RVVUSDT",
+    "side": "SELL",
+    "quantity": 7637,
+    "entry_price": 0.000887,
+    "entry_value_usdt": 6.774019,
+    "notional_usdt": 7.024054380000001,
+    "margin_usdt": 2.3413514600000003,
+    "original_notional_usdt": null,
+    "original_margin_usdt": null,
+    "mark_price": 0.00091974,
+    "pnl": -0.25003538,
+    "pnl_percent": -10.679104964446472,
+    "leverage": 3,
+    "entry_time": null,
+    "stop_loss_price": null,
+    "take_profit_price": null,
+    "take_profit_1": null,
+    "take_profit_2": null,
+    "atr": null,
+    "entry_order_id": null,
+    "entry_order_type": null,
+    "open_orders": [
+      {
+        "orderId": 2000000417435021,
+        "type": "STOP_MARKET",
+        "side": "BUY",
+        "stopPrice": 0.00125,
+        "price": 0,
+        "origType": "CONDITIONAL",
+        "reduceOnly": true,
+        "status": "NEW"
+      }
+    ],
+    "active_sl_orders": "STOP_MARKET @ 0.00125 (NEW)",
+    "active_tp_orders": "",
+    "binance_open_orders_raw": [
+      {
+        "orderId": 2000000417435021,
+        "type": "STOP_MARKET",
+        "side": "BUY",
+        "stopPrice": 0.00125,
+        "price": 0,
+        "origType": "CONDITIONAL",
+        "reduceOnly": true,
+        "status": "NEW"
+      }
+    ]
+  },
+  {
+    "symbol": "VIRTUALUSDT",
+    "side": "SELL",
+    "quantity": 98.9,
+    "entry_price": 0.565,
+    "entry_value_usdt": 55.878499999999995,
+    "notional_usdt": 54.988400000000006,
+    "margin_usdt": 6.873550000000001,
+    "original_notional_usdt": null,
+    "original_margin_usdt": null,
+    "mark_price": 0.556,
+    "pnl": 0.8901,
+    "pnl_percent": 12.949640287769784,
+    "leverage": 8,
+    "entry_time": null,
+    "stop_loss_price": null,
+    "take_profit_price": null,
+    "take_profit_1": null,
+    "take_profit_2": null,
+    "atr": null,
+    "entry_order_id": null,
+    "entry_order_type": null,
+    "open_orders": [
+      {
+        "orderId": 2000000417274368,
+        "type": "TAKE_PROFIT_MARKET",
+        "side": "BUY",
+        "stopPrice": 0.4822,
+        "price": 0,
+        "origType": "CONDITIONAL",
+        "reduceOnly": true,
+        "status": "NEW"
+      },
+      {
+        "orderId": 2000000417274350,
+        "type": "STOP_MARKET",
+        "side": "BUY",
+        "stopPrice": 0.5926,
+        "price": 0,
+        "origType": "CONDITIONAL",
+        "reduceOnly": true,
+        "status": "NEW"
+      }
+    ],
+    "active_sl_orders": "STOP_MARKET @ 0.5926 (NEW)",
+    "active_tp_orders": "TAKE_PROFIT_MARKET @ 0.4822 (NEW)",
+    "binance_open_orders_raw": [
+      {
+        "orderId": 2000000417274368,
+        "type": "TAKE_PROFIT_MARKET",
+        "side": "BUY",
+        "stopPrice": 0.4822,
+        "price": 0,
+        "origType": "CONDITIONAL",
+        "reduceOnly": true,
+        "status": "NEW"
+      },
+      {
+        "orderId": 2000000417274350,
+        "type": "STOP_MARKET",
+        "side": "BUY",
+        "stopPrice": 0.5926,
+        "price": 0,
+        "origType": "CONDITIONAL",
+        "reduceOnly": true,
+        "status": "NEW"
+      }
+    ]
+  },
+  {
+    "symbol": "GIGGLEUSDT",
+    "side": "SELL",
+    "quantity": 3.3,
+    "entry_price": 30.41,
+    "entry_value_usdt": 100.353,
+    "notional_usdt": 100.57952256,
+    "margin_usdt": 12.57244032,
+    "original_notional_usdt": null,
+    "original_margin_usdt": null,
+    "mark_price": 30.4786432,
+    "pnl": -0.22652256,
+    "pnl_percent": -1.8017389960455983,
+    "leverage": 8,
+    "entry_time": null,
+    "stop_loss_price": null,
+    "take_profit_price": null,
+    "take_profit_1": null,
+    "take_profit_2": null,
+    "atr": null,
+    "entry_order_id": null,
+    "entry_order_type": null,
+    "open_orders": [
+      {
+        "orderId": 2000000416998896,
+        "type": "TAKE_PROFIT_MARKET",
+        "side": "BUY",
+        "stopPrice": 25.42,
+        "price": 0,
+        "origType": "CONDITIONAL",
+        "reduceOnly": true,
+        "status": "NEW"
+      },
+      {
+        "orderId": 2000000416998891,
+        "type": "STOP_MARKET",
+        "side": "BUY",
+        "stopPrice": 32.06,
+        "price": 0,
+        "origType": "CONDITIONAL",
+        "reduceOnly": true,
+        "status": "NEW"
+      }
+    ],
+    "active_sl_orders": "STOP_MARKET @ 32.06 (NEW)",
+    "active_tp_orders": "TAKE_PROFIT_MARKET @ 25.42 (NEW)",
+    "binance_open_orders_raw": [
+      {
+        "orderId": 2000000416998896,
+        "type": "TAKE_PROFIT_MARKET",
+        "side": "BUY",
+        "stopPrice": 25.42,
+        "price": 0,
+        "origType": "CONDITIONAL",
+        "reduceOnly": true,
+        "status": "NEW"
+      },
+      {
+        "orderId": 2000000416998891,
+        "type": "STOP_MARKET",
+        "side": "BUY",
+        "stopPrice": 32.06,
+        "price": 0,
+        "origType": "CONDITIONAL",
+        "reduceOnly": true,
+        "status": "NEW"
+      }
+    ]
+  },
+  {
+    "symbol": "TAOUSDT",
+    "side": "SELL",
+    "quantity": 0.409,
+    "entry_price": 157.94,
+    "entry_value_usdt": 64.59746,
+    "notional_usdt": 64.4603372694,
+    "margin_usdt": 8.057542158675,
+    "original_notional_usdt": null,
+    "original_margin_usdt": null,
+    "mark_price": 157.6047366,
+    "pnl": 0.13712273,
+    "pnl_percent": 1.701793515934253,
+    "leverage": 8,
+    "entry_time": null,
+    "stop_loss_price": null,
+    "take_profit_price": null,
+    "take_profit_1": null,
+    "take_profit_2": null,
+    "atr": null,
+    "entry_order_id": null,
+    "entry_order_type": null,
+    "open_orders": [
+      {
+        "orderId": 2000000416415747,
+        "type": "TAKE_PROFIT_MARKET",
+        "side": "BUY",
+        "stopPrice": 153.21,
+        "price": 0,
+        "origType": "CONDITIONAL",
+        "reduceOnly": true,
+        "status": "NEW"
+      },
+      {
+        "orderId": 2000000416415742,
+        "type": "STOP_MARKET",
+        "side": "BUY",
+        "stopPrice": 161.88,
+        "price": 0,
+        "origType": "CONDITIONAL",
+        "reduceOnly": true,
+        "status": "NEW"
+      }
+    ],
+    "active_sl_orders": "STOP_MARKET @ 161.88 (NEW)",
+    "active_tp_orders": "TAKE_PROFIT_MARKET @ 153.21 (NEW)",
+    "binance_open_orders_raw": [
+      {
+        "orderId": 2000000416415747,
+        "type": "TAKE_PROFIT_MARKET",
+        "side": "BUY",
+        "stopPrice": 153.21,
+        "price": 0,
+        "origType": "CONDITIONAL",
+        "reduceOnly": true,
+        "status": "NEW"
+      },
+      {
+        "orderId": 2000000416415742,
+        "type": "STOP_MARKET",
+        "side": "BUY",
+        "stopPrice": 161.88,
+        "price": 0,
+        "origType": "CONDITIONAL",
+        "reduceOnly": true,
+        "status": "NEW"
+      }
+    ]
+  },
+  {
+    "symbol": "PUMPUSDT",
+    "side": "SELL",
+    "quantity": 24758,
+    "entry_price": 0.001987,
+    "entry_value_usdt": 49.194146,
+    "notional_usdt": 48.78118256,
+    "margin_usdt": 6.09764782,
+    "original_notional_usdt": null,
+    "original_margin_usdt": null,
+    "mark_price": 0.00197032,
+    "pnl": 0.41296344,
+    "pnl_percent": 6.7725039587478175,
+    "leverage": 8,
+    "entry_time": null,
+    "stop_loss_price": null,
+    "take_profit_price": null,
+    "take_profit_1": null,
+    "take_profit_2": null,
+    "atr": null,
+    "entry_order_id": null,
+    "entry_order_type": null,
+    "open_orders": [
+      {
+        "orderId": 2000000416415778,
+        "type": "TAKE_PROFIT_MARKET",
+        "side": "BUY",
+        "stopPrice": 0.001928,
+        "price": 0,
+        "origType": "CONDITIONAL",
+        "reduceOnly": true,
+        "status": "NEW"
+      },
+      {
+        "orderId": 2000000416415771,
+        "type": "STOP_MARKET",
+        "side": "BUY",
+        "stopPrice": 0.002036,
+        "price": 0,
+        "origType": "CONDITIONAL",
+        "reduceOnly": true,
+        "status": "NEW"
+      }
+    ],
+    "active_sl_orders": "STOP_MARKET @ 0.002036 (NEW)",
+    "active_tp_orders": "TAKE_PROFIT_MARKET @ 0.001928 (NEW)",
+    "binance_open_orders_raw": [
+      {
+        "orderId": 2000000416415778,
+        "type": "TAKE_PROFIT_MARKET",
+        "side": "BUY",
+        "stopPrice": 0.001928,
+        "price": 0,
+        "origType": "CONDITIONAL",
+        "reduceOnly": true,
+        "status": "NEW"
+      },
+      {
+        "orderId": 2000000416415771,
+        "type": "STOP_MARKET",
+        "side": "BUY",
+        "stopPrice": 0.002036,
+        "price": 0,
+        "origType": "CONDITIONAL",
+        "reduceOnly": true,
+        "status": "NEW"
+      }
+    ]
+  },
+  {
+    "symbol": "ETHFIUSDT",
+    "side": "SELL",
+    "quantity": 129.1,
+    "entry_price": 0.4374,
+    "entry_value_usdt": 56.46834,
+    "notional_usdt": 55.511666397,
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